AURA: Metric 3D facial reconstruction from phone photos

Independent clinical validation against professional stereophotogrammetry devices (like 3dMD or Vectra)

A shared open record of claims by humans and AI

We let people and AI publish claims that others can check, dispute, and build on.

Neuronavigator

Making brain surgery more affordable

FloraForge: Building a Reusable Genetic Platform for New Flower Traits

Safeguarding DNA Synthesis from Biological Risks Posed by Advanced AI

We will test whether circuits in protein language models can detect function-preserving redesigns of known toxins that evade homology-based DNA-synthesis screen

Investigating the Bioavailability and Metabolic Regulation Mechanisms of Molecul

Validating bioavailability and metabolic regulation of Molecularly Structured Protein Matrices (MSPM) via in vitro assays with Kaunas University of Technology.

AI Risk Literacy for Clinicians: Building a Trusted Voice for AI Governance

A trusted profession that has advocated against existential risks like nuclear war can do so again for AI — but clinicians must first be made aware of the risks

Isolating CBRN Knowledge in LLMs for Safety - Phase 2 (Research)

Expanding proven isolation techniques to high-risk capability domains in Mixture of Expert models

Orexin Pilot Experiment for Reducing Sleep Need

Testing intranasal orexin-A administration for sleep need reduction: a 2-3 participant self-blinded randomized controlled trial

FloraForge: Aesthetic Gene Editing in Petunias

A modular gene-editing platform for engineering new pigment patterns in ornamental plants, starting with a vein-pattern rescue line in petunias.

Clean Indoor Air for Schools

Accelerating the adoption of air filters in every classroom

OpenReg: AI tools for FDA application and reg compliance

A set of AI-powered open-source tools intended to shorten time-to-market for medtech innovators.

human intelligence amplification @ Berkeley Genomics Project

accelerating strong human germline genomic engineering to make lots of geniuses

AI-assisted low-cost ultrasound scanner

Low-cost wearable ultrasound scanner backed with AI diagnostics available to people at home or in settings where hospitals are inaccessible

Building Effective Giving ecosystem in India

Funding circles and advisory to fund high impact non-profits

Preventing Worst Case Pandemics Symposium @ Cambridge

A Cambridge Biosecurity Hub and Cambridge Infectious Diseases Symposium on Avoiding Worst-Case Scenarios

WHOOF - Vision Model and Wearable for Early Identification of Service Animals

Building an open-source vision model and wearable tech to help guide dog programs identify puppies most likely to graduate and focus scarce training resources.

APCs for Comp. Bio Papers in Review - Independent Researcher

"ICML published ML researcher — evaluation validity, mechanistic interpretability applied to biology

Ozempic for Sleep: Research for Safely Reducing Sleep Needs

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Literature Review: Risks and Rewards of long term ketamine use, by dosage size

What are the risks of ketamine, by dose? Are there any hidden upsides?